The leading causes of death among the white population of the United States are cardiovascular diseases and cancer. Cardiovascular diseases and cancer accounted for a combined **** percent of all deaths among this population in 2022. In 2020 and 2021, COVID-19 was the third leading cause of death among white people. Disparities in causes of death In the United States, there exist disparities in the leading causes of death based on race and ethnicity. For example, chronic liver disease and cirrhosis is the ***** leading cause of death among the white population and the ****** among the Hispanic population, but is not among the ten leading causes for Black people. On the other hand, homicide is the ******* leading cause of death among the Black population, but is not among the 10 leading causes for whites or Hispanics. However, cardiovascular diseases and cancer by far account for the highest share of deaths for every race and ethnicity. Diseases of despair The American Indian and Alaska Native population in the United States has the highest rates of death from suicide, drug overdose, and alcohol. Together, these three behavior-related conditions are often referred to as diseases of despair. Asians have by far the lowest rates of death due to drug overdose and alcohol, as well as slightly lower rates of suicide.

In 2022, the leading causes of death among children and adolescents in the United States aged 10 to 14 were unintentional injuries, intentional self-harm (suicide), and cancer. That year, unintentional injuries accounted for around 25 percent of all deaths among this age group. Leading causes of death among older teens Like those aged 10 to 14 years, the leading cause of death among older teenagers in the U.S. aged 15 to 19 years is unintentional injuries. In 2022, unintentional injuries accounted for around 37 percent of all deaths among older teens. However, unlike those aged 10 to 14, the second leading cause of death among teens aged 15 to 19 is assault or homicide. Sadly, the third leading cause of death among this age group is suicide, making suicide among the leading three causes of death for both age groups. Teen suicide Suicide remains a major problem among teenagers in the United States, as reflected in the leading causes of death among this age group. It was estimated that in 2021, around 22 percent of high school students in the U.S. considered attempting suicide in the past year, with this rate twice as high for girls than for boys. The states with the highest death rates due to suicide among adolescents aged 15 to 19 years are Montana, South Dakota, and New Mexico. In 2022, the death rate from suicide among this age group in Montana was 39 per 100,000 population. In comparison, New York, the state with the lowest rate, had just five suicide deaths among those aged 15 to 19 years per 100,000 population.

Effect of suicide rates on life expectancy dataset

Abstract
In 2015, approximately 55 million people died worldwide, of which 8 million committed suicide. In the USA, one of the main causes of death is the aforementioned suicide, therefore, this experiment is dealing with the question of how much suicide rates affects the statistics of average life expectancy.
The experiment takes two datasets, one with the number of suicides and life expectancy in the second one and combine data into one dataset. Subsequently, I try to find any patterns and correlations among the variables and perform statistical test using simple regression to confirm my assumptions.

Data

The experiment uses two datasets - WHO Suicide Statistics[1] and WHO Life Expectancy[2], which were firstly appropriately preprocessed. The final merged dataset to the experiment has 13 variables, where country and year are used as index: Country, Year, Suicides number, Life expectancy, Adult Mortality, which is probability of dying between 15 and 60 years per 1000 population, Infant deaths, which is number of Infant Deaths per 1000 population, Alcohol, which is alcohol, recorded per capita (15+) consumption, Under-five deaths, which is number of under-five deaths per 1000 population, HIV/AIDS, which is deaths per 1 000 live births HIV/AIDS, GDP, which is Gross Domestic Product per capita, Population, Income composition of resources, which is Human Development Index in terms of income composition of resources, and Schooling, which is number of years of schooling.

LICENSE

THE EXPERIMENT USES TWO DATASET - WHO SUICIDE STATISTICS AND WHO LIFE EXPECTANCY, WHICH WERE COLLEECTED FROM WHO AND UNITED NATIONS WEBSITE. THEREFORE, ALL DATASETS ARE UNDER THE LICENSE ATTRIBUTION-NONCOMMERCIAL-SHAREALIKE 3.0 IGO (https://creativecommons.org/licenses/by-nc-sa/3.0/igo/).

[1] https://www.kaggle.com/szamil/who-suicide-statistics

[2] https://www.kaggle.com/kumarajarshi/life-expectancy-who

Age-adjustment mortality rates are rates of deaths that are computed using a statistical method to create a metric based on the true death rate so that it can be compared over time for a single population (i.e. comparing 2006-2008 to 2010-2012), as well as enable comparisons across different populations with possibly different age distributions in their populations (i.e. comparing Hispanic residents to Asian residents).
Age adjustment methods applied to Montgomery County rates are consistent with US Centers for Disease Control and Prevention (CDC), National Center for Health Statistics (NCHS) as well as Maryland Department of Health and Mental Hygiene’s Vital Statistics Administration (DHMH VSA). PHS Planning and Epidemiology receives an annual data file of Montgomery County resident deaths registered with Maryland Department of Health and Mental Hygiene’s Vital Statistics Administration (DHMH VSA).
Using SAS analytic software, MCDHHS standardizes, aggregates, and calculates age-adjusted rates for each of the leading causes of death category consistent with state and national methods and by subgroups based on age, gender, race, and ethnicity combinations. Data are released in compliance with Data Use Agreements between DHMH VSA and MCDHHS. This dataset will be updated Annually.

Rank, number of deaths, percentage of deaths, and age-specific mortality rates for the leading causes of death, by age group and sex, 2000 to most recent year.

According to the latest available data, there were around **** suicide deaths per 100,000 population in the United States in 2022. Suicide remains one of the leading causes of death in the U.S. highlighting the need for awareness and prevention. The suicide rate in the U.S. has risen for both men and women in recent years but remains over ***** times higher for men. Hospitalizations In 2021, there were around ******* adults hospitalized in the U.S. after a suicide attempt. Although the suicide rate among men is significantly higher than among women, there are more hospitalizations after suicide attempts for women than for men. In 2019, there were ******* such hospitalizations among women and ******* hospitalizations among men. Public opinionSuicide can be a divisive topic that involves religious and political views. Recent data shows that ** percent of the U.S. population believes suicide is morally wrong, while ** percent believe it to be morally acceptable. However, only ** percent of adults believe it is “very important” to invest public dollars in the prevention of suicide.

Years of life lost due to mortality from suicide (ICD-10 X60-X84). Years of life lost (YLL) is a measure of premature mortality. Its primary purpose is to compare the relative importance of different causes of premature death within a particular population and it can therefore be used by health planners to define priorities for the prevention of such deaths. It can also be used to compare the premature mortality experience of different populations for a particular cause of death. The concept of years of life lost is to estimate the length of time a person would have lived had they not died prematurely. By inherently including the age at which the death occurs, rather than just the fact of its occurrence, the calculation is an attempt to better quantify the burden, or impact, on society from the specified cause of mortality. Legacy unique identifier: P00462

The indicator measures the number of deaths that result from suicide per 100 000 inhabitants. The World Health Organization defines suicide as an act deliberately initiated and performed by a person in the full knowledge or expectation of its fatal outcome. Data on causes of death (COD) refer to the underlying cause which - according to the World Health Organisation (WHO) - is "the disease or injury which initiated the train of morbid events leading directly to death, or the circumstances of the accident or violence which produced the fatal injury". COD data are derived from death certificates. The medical certification of death is an obligation in all Member States. The data are presented as standardised death rates, meaning they are adjusted to a standard age distribution in order to measure death rates independently of different age structures of populations. This approach improves comparability over time and between countries. The standardised death rates used here are calculated on the basis of a standard European population. The number of suicides in certain countries may be under-reported because of the stigma associated with the act for religious, cultural or other reasons. The comparability of suicide data between countries is also affected by a number of reporting criteria, including how a person’s intention of killing him- or herself is ascertained or who is responsible for completing the death certificate. The product has been discontinued since: 29 Nov 2018.

Olympic athletes: the epitome of health and fitness, role models for their communities, and competing on the world stage. Is there a cost incurred by highlighting the achievements of these elite athletes? Suicide, as defined by the Centers for Disease Control and Prevention, is death by injuring oneself whereby death was the intent (Suicide Prevention: Facts, 2022). A person harming themselves with death as the intention but not the outcome is classified as a suicide attempt (Suicide Prevention: Facts, 2022). In the general population, suicide is one of the leading causes of death, especially amongst younger people where it is the fourth leading cause of death (Suicide Prevention: Risk, 2022). In 2019, the global age-standardized suicide rate was 9 deaths per 100,000 people (World Health Organization (WHO), 2021). The risk factors for suicide are multifaceted and complex, ranging from a history of mental health issues, serious illnesses, chronic pain, financial stress, substance use, adverse childhood experiences, and difficulties in relationships (Suicide Prevention: Risk, 2022). Differences in sociodemographic variables have been linked with suicide rates (Suicide Prevention: Risk, 2022). For example, the suicide rate for males (~12.6 per 100,000) is typically higher than females (5.4 per 100,000) (Suicide Prevention: Risk, 2022). Economic factors may also play a role given the largest portion of deaths by suicide occur in lower-income and middle-income countries (Suicide Prevention: Risk, 2022), yet high-income countries report higher age-standardized rates of suicide (10.9 per 100,000) (Suicide Prevention: Risk, 2022). More than half (58%) of global suicides occur in persons less than 50 years of age (Suicide Prevention: Risk, 2022) implicating stage of life as a plausible risk factor linked with death by suicide. Overall, suicide rates have been declining since 2000 with a 36% reduction noted in 2019 compared with 20 years earlier (Suicide Prevention: Risk, 2022).

Sports and athletes can be ‘newsworthy’, so there is heightened media attention when high-profile athletes die from suicide. Research examining suicide and athletes has focused primarily on collegiate (or university-level) athletes. In the National Collegiate Athletic Association (NCAA) over a nine-year period, the rate of death by suicide in athletes was 1.35 per 100,000 in males, and 0.37 per 100,000 in females, both of which are lower than suicide rates for age-matched students (Rao et al., 2015). NCAA football had the highest relative rates of suicide at 2.25 per 100,000 yet this rate is still lower compared against other students matched for age and sex (Rao et al., 2015). In football, chronic traumatic encephalopathy (or CTE) has been gaining traction as one risk factor leading to death by suicide (Rao, 2018). To date, studies of suicide and athletes competing at other levels of sport (e.g., Olympics, etc.) appear sparse. One study of US Olympians compared mental disorders, substance abuse, and self-harm reported by athletes with the public noting athletes had a lower risk of death by suicide from these factors (Rao, 2018). Suicidal ideation was reported by 1 in 6 Swedish athletes competing at the international level (Timpka et al., 2019). Finally, retirement may be a factor to consider in suicide prevention initiatives given that male athletes competing in power sports (e.g., wrestling, Olympic lifting, etc.) retiring between 30 and 50 years of age were 2 to 4 times more likely to die by suicide than non-athletes of the same ages (Lindqvist et al., 2014).

To date, limited research has been reported on Olympic athletes and suicide. Further research is warranted to determine the frequency of suicide rates in Olympians plus identifiable risk factors for death by suicide reported by this cohort of elite athletes.

In 2022, the leading causes of death among veterans in the United States were heart disease, cancer, and unintentional injuries. Heart disease and cancer account for the majority of deaths among U.S. veterans, which is also true for people in the United States in general. The leading causes of death among veterans vs the U.S. as a whole Although the leading causes of death for U.S. veterans are similar to the overall leading causes of death in the United States, there are some differences. For example, even though heart disease and cancer are the leading causes of death for the entire United States and veterans specifically, death rates for both heart disease and cancer are much higher among veterans. In 2022, the death rate for heart disease among veterans was around 239 per 100,000 population, compared to an overall rate of 167 per 100,000 population for the United States. Another clear difference is that while suicide was the seventh leading cause of death among veterans in 2022, it was not among the leading ten causes of death for the United States as a whole. Suicide among veterans Given the stressful and often dangerous work of U.S. military personnel, the mental health of U.S. veterans remains a prevalent issue. In 2022, it was estimated that around 7.6 percent of U.S. veterans aged 18 to 49 years had serious thoughts of suicide in the past year, while 1.4 percent made suicide plans, and .4 percent attempted suicide. That year there were around 6,407 suicide deaths among veterans in the United States. Veterans suffering from substance use disorders or mental health conditions are much more likely to die from suicide than veterans who do not have such disorders.

This dataset contains counts of deaths for California as a whole based on information entered on death certificates. Final counts are derived from static data and include out-of-state deaths to California residents, whereas provisional counts are derived from incomplete and dynamic data. Provisional counts are based on the records available when the data was retrieved and may not represent all deaths that occurred during the time period. Deaths involving injuries from external or environmental forces, such as accidents, homicide and suicide, often require additional investigation that tends to delay certification of the cause and manner of death. This can result in significant under-reporting of these deaths in provisional data.

The final data tables include both deaths that occurred in California regardless of the place of residence (by occurrence) and deaths to California residents (by residence), whereas the provisional data table only includes deaths that occurred in California regardless of the place of residence (by occurrence). The data are reported as totals, as well as stratified by age, gender, race-ethnicity, and death place type. Deaths due to all causes (ALL) and selected underlying cause of death categories are provided. See temporal coverage for more information on which combinations are available for which years.

The cause of death categories are based solely on the underlying cause of death as coded by the International Classification of Diseases. The underlying cause of death is defined by the World Health Organization (WHO) as "the disease or injury which initiated the train of events leading directly to death, or the circumstances of the accident or violence which produced the fatal injury." It is a single value assigned to each death based on the details as entered on the death certificate. When more than one cause is listed, the order in which they are listed can affect which cause is coded as the underlying cause. This means that similar events could be coded with different underlying causes of death depending on variations in how they were entered. Consequently, while underlying cause of death provides a convenient comparison between cause of death categories, it may not capture the full impact of each cause of death as it does not always take into account all conditions contributing to the death.

In 2023, malignant neoplasms were the leading cause of death among the male population in Japan at around ***** thousand cases. This number accounted for approximately **** percent of about ***** thousand death cases of men recorded in the country during that year. Heart diseases, excluding hypertensive, followed with a share of around ** percent. Malignant neoplasmsIn recent years, malignant neoplasms have been the leading cause of death for both female and male populations in Japan. The most frequent cause of cancerous tumor related deaths has continued to be lung cancer for both men and women. As smoking and passive smoking are some of the main causes of lung cancer, the health ministry in Japan set the goal of reducing the smoking rate of adults from around ** to ** percent by 2022. To minimize the risk of passive smoking, the government also amended the Health Promotion Act and prohibited smoking in public facilities, offices, most restaurants, and public areas starting from April 2020. SuicideOne of the leading causes of death specific to men in Japan was suicide. In the last decade, the number of suicides committed by men in Japan remained roughly double the number of those committed by women. While close to half of the suicides in Japan were committed due to health reasons in previous years, the number of suicides owning to work-related problems has also become a serious social issue in the current Japanese society. One of the reason behind it is said to be the working condition of employees in Japan with a severe workload. The government has been aiming to reduce working hours and overtime to improve the working conditions of workers in Japan.

Teenage and total suicide deaths at either the state or county level.

Suicide is the second leading cause of death for young people in the US. Understanding how suicide affects your community can help to address the many factors that contribute to this preventable public health problem.

This dataset describes injury mortality in the United States beginning in 1999. Two concepts are included in the circumstances of an injury death: intent of injury and mechanism of injury. Intent of injury describes whether the injury was inflicted purposefully (intentional injury) and, if purposeful, whether the injury was self-inflicted (suicide or self-harm) or inflicted by another person (homicide). Injuries that were not purposefully inflicted are considered unintentional (accidental) injuries. Mechanism of injury describes the source of the energy transfer that resulted in physical or physiological harm to the body. Examples of mechanisms of injury include falls, motor vehicle traffic crashes, burns, poisonings, and drownings (1,2). Data are based on information from all resident death certificates filed in the 50 states and the District of Columbia. Age-adjusted death rates (per 100,000 standard population) are based on the 2000 U.S. standard population. Populations used for computing death rates for 2011–2015 are postcensal estimates based on the 2010 census, estimated as of July 1, 2010. Rates for census years are based on populations enumerated in the corresponding censuses. Rates for non-census years before 2010 are revised using updated intercensal population estimates and may differ from rates previously published. Causes of injury death are classified by the International Classification of Diseases, Tenth Revision (ICD–10). Categories of injury intent and injury mechanism generally follow the categories in the external-cause-of-injury mortality matrix (1,2). Cause-of-death statistics are based on the underlying cause of death. SOURCES CDC/NCHS, National Vital Statistics System, mortality data (see http://www.cdc.gov/nchs/deaths.htm); and CDC WONDER (see http://wonder.cdc.gov). REFERENCES National Center for Health Statistics. ICD–10: External cause of injury mortality matrix. National Center for Health Statistics. Vital statistics data available. Mortality multiple cause files. Hyattsville, MD: National Center for Health Statistics. Available from: https://www.cdc.gov/nchs/data_access/vitalstatsonline.htm. Murphy SL, Xu JQ, Kochanek KD, Curtin SC, and Arias E. Deaths: Final data for 2015. National vital statistics reports; vol 66. no. 6. Hyattsville, MD: National Center for Health Statistics. 2017. Available from: https://www.cdc.gov/nchs/data/nvsr/nvsr66/nvsr66_06.pdf. Miniño AM, Anderson RN, Fingerhut LA, Boudreault MA, Warner M. Deaths: Injuries, 2002. National vital statistics reports; vol 54 no 10. Hyattsville, MD: National Center for Health Statistics. 2006.

In 2023, the suicide rate in South Korea was particularly high among the elderly population over the age of **, with **** deaths per 100,000 population. The overall suicide rate among people aged 10 to 79 years increased compared to the previous year. Suicide was the leading cause of death among people aged 10 to 39 years. Suicide among the elderlySouth Korea has the highest suicide rate in the Organisation for Economic Co-operation and Development (OECD). One driving factor for suicide among the elderly is poverty. Almost half of the senior citizens in the country live with less than half the median disposable income. Many do not want to become a financial burden for their families and end up committing suicide as a result of not being able to support themselves.Suicide prevention Since the South Korean government implemented its initial suicide prevention program in 2004, numerous measures have been put in place to address the alarmingly high suicide rate. However, these efforts have not been very successful. Despite an increase in the annual budget for suicide prevention, it still remains significantly lower compared to international standards. If you are having suicidal thoughts, or you know someone who is, it is essential to seek help. Many countries have suicide crisis or prevention lines that offer free advice and support in such situations. If you live in the United States, you can reach the Suicide & Crisis Lifeline by simply calling *** to receive free and confidential support ****. If you live in South Korea you can call the suicide prevention hotline ***.

Rank, number of deaths, percentage of deaths and age standardized mortality rates (based on 1991 population) for leading causes of death, by sex, 2000 to 2013.

In 2023, the leading cause of death among people aged 10 to 39 years in South Korea was suicide, which accounted for*************** of all deaths among people in their twenties. The leading cause of death among people over 40 was cancer.

In England and Wales, the definition of suicide is a death with an underlying cause of intentional self-harm or an injury or poisoning with undetermined intent. In 2022, the age group with the highest rate of suicide was for those aged 50 to 54 years at 15.3 deaths per 100,000. The age groups 45 to 49 years with 14.5 deaths per 100,000 population had the second highest highest rate of suicides in the UK. Gender difference in suicides The suicide rate among men in England and Wales in 2022 was around three times higher than for women, the figures being 16.4 per 100,000 population for men compared to 5.4 for women. Although among both genders the suicide rate increased in 2021 compared to 2020. Mental health in the UK Over 53 thousand people in England were detained under the Mental Health Act in the period 2020/21. Alongside this, there has also been an increase in the number of workers in Great Britain suffering from stress, depression or anxiety. In 2022/23, around 875 thousand workers reported to be suffering from these work-related issues.

Abstract Background The World Health Organization defines suicide as the act of deliberately killing oneself. It is the second leading cause of death among 15-29 year olds globally. Objective To analyze the epidemiological profile and the spatial distribution of suicide deaths in the state of Sergipe. Methods We performed an ecological time-series study with data from the Brazilian Mortality Information System (Sistema de Informações sobre Mortalidade – SIM) about deaths by suicide occurring between 2000 and 2015. We considered as suicide deaths cases recorded as voluntary self-inflicted injuries. Suicide rates were estimated and age-adjusted in the population above 9 years. We analyzed temporal trends by sex and age groups using the simple linear regression model. For the spatial analysis, we performed Kernel density estimation with the software TerraView version 4.2.2. Results We identified 1,560 suicide cases in the state of Sergipe between 2000 and 2015, with a mean of 97.5 cases per year. We also observed that suicide rates in the state increased 102.3% (from 2.69/100,000 population in 2000 to 5.44 in 2015). Suicides occurred predominantly among males (1,160 cases; 74.35%), single people (1,010 cases; 64.7%), and brown-skinned people (1,039 cases; 66.6%). We observed significantly growing temporal trends in the general population, especially among male adults. Spatial analysis allowed us to draw a map that showed the regions with the highest occurrence of suicide. Conclusion We observed growing suicide trends in the state of Sergipe and the spatial analysis was an important tool that showed the areas with higher incidences of suicide.

Suicide among children and young people (CYP) is a leading cause of death. In the UK children identified as suicidal are referred to Child and Adolescent Mental Health Services (CAMHS) for assessment and treatment. However, the number of children referred for suicidality, and their care journey is unknown. This retrospective cohort study conducted in two distinct CAMHS teams, in Scotland, UK, aimed to quantify the numbers of children referred for suicidality, describing this population and the outcomes of these referrals. All CAMHS referrals (n = 1159) over a 6-month period (Jan-June 2019) were screened to identify those referred primarily for suicidality. Data extracted included: age, gender, source of referral, reason for referral including underlying issues, whether offered an assessment, and referral outcome. Area based deprivation scores were attached to each referral. Associations between the referred CYP's characteristics (including source of referral and underlying issues) and referral outcomes were explored using Chi Square, Fishers Exact test, and one-way ANOVA. Referrals for 284 children were identified as being for suicidality across the two sites (Site A n = 104; Site B n = 180). These represented 25% of all referrals to these CAMHS over a six-month period. One third of these concerned children under 12. The underlying issues, referrals sources, and demographic indicators were similar in both sites. In site A 31% were offered an assessment, whilst in Site B which had a dedicated team for suicidal CYP, 82% were offered an assessment. Similarly, more children in Site B were offered treatment (47.8%), than Site A (7.7%). Referrals from A&E were prioritized in both areas, and those who had attempted suicide offered an assessment more often. Older children were more likely to be offered treatment, although they were more likely to present with a history of self-harming behavior and/or previous suicide attempt. There are high numbers of children being referred to CAMHS for suicidality, and many are young children (